deberta-v3-base-prompt-injection-v2 — ONNX
ONNX export of protectai/deberta-v3-base-prompt-injection-v2, a prompt injection detection model fine-tuned on DeBERTa-v3-base to detect prompt injections and jailbreak attempts.
Mirrored for use with inference4j, an inference-only AI library for Java.
Original Source
- Repository: Protect AI
- License: apache-2.0
Usage with inference4j
try (PromptInjectionDetector guard = DebertaPromptInjectionDetector.builder().build()) {
InjectionCheck check = guard.check(userInput);
}
Model Details
| Property | Value |
|---|---|
| Architecture | DeBERTa-v3-base (model_type: deberta-v2) |
| Task | Text classification (prompt injection detection) |
| Classes | 0: SAFE, 1: INJECTION |
| Max sequence length | 512 |
| Vocabulary size | 128,100 |
| Original framework | PyTorch (Transformers) |
License
This model is licensed under the Apache License 2.0. Original model by Protect AI.